University of Chicago Data Science Clinic

Previous Projects

This page contains a list of projects organized by quarter with the list of students who worked on the project and the faculty mentor. Note that the dates listed below are by calendar year not academic year.

A few important notes:

Not all projects have complete information. Some of the projects are under NDAs or other specifications (such as UChicago not hosting the repo).
The requirements for the project have changed year over year and are sometimes project specific.
Projects designated by a “†” were funded by The 11th hour foundation.

Spring 2025

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	One-Pager	Mentor(s)	Students	External Mentor(s)	TA
Argonne	Extending Argo with LLM-driven Agents and Workflows	Private Repo	One-Pager	Bill Trok	Alexander Mosher Mengyu (Rain) Xu Qilin Zhou Uday Malik	Matthew Dearing	Cassie Tang
Center for Living Systems	AI and Cell Segmentation	Private Repo	One-Pager	Liya Ding	Katja Edwards Lucas von Kapff Zach Laurence Zewei (Whiskey) Liao		Justin Wang
Chicago Metropolitan Agency for Planning	NE Illinois Stormwater Storage and Site-Scale Green Infrastructure Inventory	DSI Repo	One-Pager	Anna Woodard	Alan Cherman Cassandra Haas Collin Kim Gregory Caesar		Cassie Tang
College Financial Health	Higher Education Financial Health Dashboard	Private Repo	One-Pager	Alexander Bogatskiy	Daniel Mendoza Disha Mohta Jerald Shu Yani Wu		Polly Ren
Data and Democracy	Historical Election Datahub	Private Repo	One-Pager	Julia Mendelsohn	Hoi Yuk Chui Klaudia Barbarossa Lisa Raj Singh Sally North		Harper Schwab
DSI - Agents	Agents on a Budget	Private Repo	One-Pager	Tim Hannifan	Andrei Thüler Gabriel Diaz Grace Rowan Isabella Mercado		Harper Lyu
DSI - HPC	HPC Cluster Performance Monitoring	Private Repo	One-Pager	Nick Ross	Keling Yue Hieu Nguyen Vanessa Lois Yu-Chan Jimmy Chien		Justin Wang
Food System 6†	Visualizing the Economic Infrastructure of the US Poultry Industry	Private Repo	One-Pager	Meghan Hutch	Beichi Wu Yurou Li		Gayathri Jayaraman
Groundwork Bridgeport†	Computer Vision for Urban Green Spaces	Private Repo	One-Pager	Jie Jian	Fang-Yu Hsu Fuyuki Tani Joseph De Leon		Harper Lyu
IDI - Grievences†	Mapping Human Rights Violations in the Palm Oil Industry	Private Repo	One-Pager	Jingchao Fang	Michelangelo Pagan Tiwaa Bruks Vikram Ramaswamy Woo Jae Kim		Harper Schwab
Internet Equity Initiative	Milwaukee Internet Equity and Device Testing	Private Repo	One-Pager	Jonatas Marques	Ethan Hochstim Yasmin Shalim Harleen Kaur Buttar Shishuo Wang		Gayathri Jayaraman
Kids First Chicago	Centralizing Chicago Public Schools Education Data	Private Repo	One-Pager	Tim Hannifan	Dylan Danaie Mariam Raheem Rachelle Cho Robert Rodriguez		Jack Sanderson
Pesticide Action Network†	Mapping harmful pesticide use in vulnerable communities	Private Repo	One-Pager	Kriti Sehgal	Emma Griffin Jenny Yuening Li Jared Maksoud Liam Starnes		Cissy Choy
RAFI - Grocery†	MSA Analysis on Grocery Atlas	Private Repo	One-Pager	Kelly Smalenberger	Arkadeep Bandyopadhyay Dario Hinojosa Delgadillo Ioanna Georgopoulou Robert Ukrainsky		Jack Sanderson
UChicago Library	Optimizing Library Storage	Private Repo	One-Pager	Susanna Lange	Emily Tong Ricardo Calderon Seungwook (Sean) Won		Cissy Choy
UChicago Transportation	UGo Shuttle Analysis	Private Repo	One-Pager	Nick Ross	Kristen Wallace Leah Dimsu Minjae Joh Yue (Luna) Jian		Polly Ren

Winter 2025

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	One-Pager	Mentor(s)	Students	External Mentor(s)	TA
Argonne	Extending Argo with LLM-driven Agents and Workflows	Private Repo	One-Pager	Bill Trok	Ana Guedes Angela Liu Isaac Harlem Siya Kalra	Matthew Dearing	Cassie Tang
Building Decarbonization Coalition	LLM/Chatbot for Thermal Energy Networks	Private Repo	One-Pager	Satadisha Saha Bhowmick	Andres Guerrero Andrew Kaboski Jerald Shu Abigail Starr Isabella Mercado		Harper Lyu
Chicago Metropolitan Agency for Planning	NE Illinois Stormwater Storage and Site-Scale Green Infrastructure Inventory	DSI Repo	One-Pager	Anna Woodard	Alan Cherman Anna Poon Gregory Caesar Cassandra Haas		Cassie Tang
Center for Living Systems	AI and Cell Segmentation	Private Repo	One-Pager	Liya Ding	Jared Bendavid Kruthi Gollapudi Lucas von Kapff Zach Laurence Katja Edwards		Justin Wang
Data and Democracy	Mining Historic Election Data with LLMs	Private Repo	One-Pager	Francesco Pinto	Jacob Chui Sally North Lisa Raj Singh		Harper Schwab
Fermi - GNN	Graph Neural Networks for Liquid Argon Time Projection Chambers	Private Repo	One-Pager	Jie Jian	Alexander Bacro Meghane Saidenberg-Coriston Yuze (Edward) Gu		Justin Wang
Fermi - Simulations	Improving ML-based simulations of particle physics experiments	Private Repo	One-Pager	Owen Melina Alexander Bogatskiy	Emily Tong Kevin Lin Kristen Wallace Simon Katz		Harper Lyu
Food System 6	Visualizing the Economic Infrastructure of the US Poultry Industry	Private Repo	One-Pager	Meghan Hutch	Hayden Leiderman Lila Weizer Maxwell Resnick Yurou Li		Yukai Yang
IDI - Grievances†	Mapping Human Rights Violations in the Palm Oil Industry	Private Repo	One-Pager	Jingchao Fang	Emanda Bisrat Michelangelo Pagan Osinachi Nwosu Vikram Ramaswamy Andrew Kim		Harper Schwab
International Rescue Committee	Malnutrition Prediction	Private Repo	One-Pager	Seyed Esmaeili Susan Paykin	Belle Nahoom Daniel Mendoza Emma Ricks Maya Umlauf Alexandra Nehme		Yukai Yang
Internet Equity Initiative	Milwaukee Internet Equity and Device Testing	Private Repo	One-Pager	Jonatas Marques	Alexa Norman Ethan Hochstim Harleen Buttar Jack Chefetz		Gayathri Jayaraman
Invenergy	Gen AI for Energy News	Private Repo	One-Pager	Julia Mendelsohn Nick Ross	Alexander Mosher Ioanna Georgopoulou Rain Liu Vanessa Lois Yanzhe (Tony) Shi
Kids First Chicago	Improving Data Accessibility and Transparency: Centralizing Chicago Public Schools Education Data	Private Repo	One-Pager	Tim Hannifan	Dylan Danaie Klaudia Barbarossa Robert Rodriguez Wanni Yang		Jack Sanderson
Morningstar	Agentic Workflows for PEFT	Private Repo	One-Pager	Tim Hannifan Patricia Chiril	Andrei Thüler Aren Mizuno Henry Josephson Kevin Liu		Grace Shao
RAFI - Grocery†	MSA Analysis on Grocery Atlas	Private Repo	One-Pager	Kelly Smalenberger	Adam Marchakitus Jennifer Spinoglio Khwaish Vohra Robert Ukrainsky		Jack Sanderson
RAFI - Poultry†	Demographic overlay on Poultry Farms	Private Repo	One-Pager	Kriti Sehgal	Disha Mohta Esther Goldberg Sabrina Matsui Yue (Patty) Pan		Polly Ren
UChicago Library	Optimizing Library Storage	Private Repo	One-Pager	Susanna Lange	Kaitlyn Li Nitika Kurma Ricardo Calderon Shailesh Bolduc		Grace Shao
University of Rwanda - Climate	Climate change-induced multi-hazard risks	Private Repo	One-Pager	Nick Ross	Dario Hinojosa Delgadillo Joseph De Leon Wina Aaron Charles Eden		Polly Ren
University of Rwanda - Landslides	Landslides and Environmental Degradation in the Kaduha-Gitwe Corridor	Private Repo	One-Pager	Ganghua Wang	Grace Rowan Jenny Li Rachelle Cho Sana Fessuh		Gayathri Jayaraman

Autumn 2024

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	One-Pager	Mentor(s)	Students	External Mentor(s)	TA
Argonne	Extending Argo with LLM-driven Agents and Workflows	Private Repo	One-Pager	Bill Trok	Siya Kalra Angela Liu Ana Carolina Pereira Guedes Uday Malik	Matthew Dearing	Cassie Tang
Fermilab Simulations	Improving ML-based simulations of particle physics experiments	DSI Repo	One-Pager	Owen Melina Alexander Bogatskiy	Kevin Lin Aaron Zhang Isaac Harlem Simon Katz	Oz Amram Kevin Pedro	Ian Joffe
Fermilab Graph Neural Networks	Graph Neural Networks for Liquid Argon Time Projection Chambers	DSI Repo	One-Pager	Jie Jian	Meghane Saidenberg-Coriston Yuze Gu Alexander Bacro	Giuseppe Cerati	Justin Wang
Chicago Metropolitan Agency for Planning	NE Illinois Stormwater Storage and Site-Scale Green Infrastructure Inventory	DSI Repo	One-Pager	Anna Woodard	Anna Poon Mohit Kumar Sathishkumar Collin Kim Xiaoyue Wei	Holly Hudson	Cassie Tang
Internet Equity Initative	Patterns of FCC broadband challenges	Private Repo	One-Pager	Jonatas Marques	Alexa Norman Haina Yu Jack Chefetz Hing Yee Choy	Alexis Schrubbe	Stella Chen
Center for Living Systems	AI and Cell Segmentation	Private Repo	One-Pager	Liya Ding	Kruthi Gollapudi Eve Tanios Jared Bendavid Victor Brown		Justin Wang
Morningstar	LLM Performance Improvements	Private Repo		Tim Hannifan Patricia Chiril	Jonathan Huang Aren Mizuno Henry Josephson Kevin Liu		Grace Shao
Invenergy	Gen AI for Energy News	Private Repo		Julia Mendelsohn Nick Ross	Anuj Agarwal Edouard Gouilliard Yanzhe Shi Rain Liu
Food System 6	Visualizing the Economic Infrastructure of the US Poultry Industry	Private Repo	One-Pager	Meghan Hutch	Lila Weizer Yingrong Mao Hayden Leiderman Maxwell Resnick		Yukai Yang
International Rescue Committee	Malnutrition Prediction	Private Repo	One-Pager	Seyed Esmaeili Susan Paykin	Maya Umlauf Belle Nahoom Alexandra Nehme Emma Ricks		Yukai Yang
Building Decarbonization Coalition	LLM/Chatbot for Thermal Energy Networks	Private Repo	One-Pager	Satadisha Saha Bhowmick	Jared Maksoud Victor Zhang Andrew Kaboski Andres A Guerrero		Ian Joffe
RAFI -- Grocery Atlas†	MSA Analysis on Grocery Atlas	Private Repo	One-Pager	Kelly Smalenberger	Khwaish Vohra Jennifer Spinoglio Adam Marchakitus Joaquin Pinto	Dylan Halpern	Austin Steinhart
UChicago Library	Optimizing Library Storage	Private Repo	One-Pager	Susanna Lange	Seungwook (Sean) Won Shailesh Bolduc Nitika Kurma Kaitlyn Li	David Bottorff	Austin Steinhart
RAFI -- Demographic Overlay†	Demographic overlay on Poultry Farms	Private Repo	One-Pager	Kriti Sehgal	Sabrina Matsui Esther Goldberg Yue Pan Yasmin Shalim	Trevor Spreadbury	Stella Chen
IDI -- Palm Industry Grievances†	Mapping Human Rights Violations in the Palm Oil Industry	Private Repo	One-Pager	Jingchao Fang	Harper Schwab Osinachi Nkemdirim Nwosu Emanda Bisrat Liam Starnes	Launa Greer
University of Northern Iowa	Characterizing Narrative Through Variations in Power Dynamics	Private Repo	One-Pager	Ganghua Wang	Wina Aaron Abigail Starr Sana Fessuh Hanyun Liu	Taraneh Matloob	Grace Shao

Spring 2024

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	One-Pager	Mentor(s)	Students	External Mentor(s)	TA
Argonne	Operational requirement management using graph based knowledge networks	Private Repo	One-Pager	Bill Trok YJ Choe	Vincent Chirio Andrew Brander Isaac Harlem Nathan Berhe	Matthew Dearing	Victor Perez Martin
Argonne-Fermi	AI to identify "lessons learned" in project documents	Private Repo	One-Pager	Isaac Mehlhaff	Kevin Chen Helen Zhou Andrew Dunn	Matthew Dearing	Yuxin Ji (Jessica)
Center for Investigative Reporting	OSHA Workplace Injuries	Private Repo	One-Pager	Nick Ross	Edouard Gouilliard Harper Schwab	Melissa Lewis
Chicago Metropolitan Agency for Planning	AI to recognize stormwater detention features	Private Repo	One-Pager	Anna Woodard Tim Hannifan	Tamami Tamura Mingyan Wang Grey Xu Miao Li	Holly Hudson	Victor Perez Martin
Chicago Trading Company	Sentiment analysis of social media postings	Private Repo		David Uminsky Patricia Chiril	Emil Perdue Jihui Tan Kekun Han Xinyu Liu	Natasha Pekelis	Rishabh Shastry
Climate Cabinet†	Campaign Finance Tracking	DSI Repo	One-Pager	Trevor Spreadbury	Kaya Lee Yangge Xu Bhavya Pandey	Caleb Braun	Sarah Walker
Fermilab Simulations	AI Diffusion models for simulating particle physics experiments	DSI Repo	One-Pager	Peter Lu	Josh (Jiaxin) Li Victor Brown Grey Singh Aaron Zhang	Oz Amram Kevin Pedro	Fei Wang
Fermilab Graph Neural Networks	GNNs for particle reconstruction in neutrino experiments	DSI Repo	One-Pager	Chong Liu	Mathias Davila Aarman Pannu Ya-Wei Tsai Yufei Fan	Giuseppe Cerati	Yiran Hao
Internet Equity	Patterns of FCC broadband challenges	Private Repo	One-Pager	Tim Hannifan Jonatas Marques	Damian Dhillon Shwetha Srinivasan Elena Smyslovskikh	Alexis Schrubbe	Ridhi Purohit
Invenergy	Modeling wind energy production using AI	Private Repo		Vasileios Charisopoulos	Mark Valadez Jason Marshall Yushu Qiu Mingxuan Liu	Zoe Kimpel	Yiran Hao
Morningstar	Codebase optimization with LLMs	Private Repo		Satadisha Saha Bhowmick	John Carlson Jariel Yang Ronghui (Ron) Di Jonathan Huang	Josh Charney	Rishabh Shastry
Perpetual†	Location optimizations for placement of foodware reuse systems	Private Repo	One-Pager	Launa Greer	Lydia Lo Anuj Agarwal Kaiwen Dong John Morris Christenson	Ellie Moss	Sarah Walker
Rural Advancement Foundation International†	Poultry Packaging Consolidation	DSI Repo	One-Pager	Todd Nief	Stella Chen Angel Rodriguez Gonzalez Hantao Xiao Yuxi He	Aaron Johnson	Rita Xu

Winter 2024

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	One-Pager	Mentor(s)	Students	External Mentor(s)	TA
AmFam	Generative AI Models for housing images	Private Repo	One-Pager	Anna Woodard	Grace Wang DB Christenson Leon (Lixin) Wang Olesia Khrapunova	Tim Rouse Jessie Zhu	Yuxin Ji (Jessica)
Argonne	Operational requirement management using graph based knowledge networks	Private Repo	One-Pager	Bill Trok YJ Choe	Jason Yu Mayurakshi Ghosal Vincent Chirio Andrew Ellis Brander	[Matthew Dearing	Victor Perez Martin
Argonne-Fermi	AI to identify "lessons learned" in project documents	Private Repo	One-Pager	Isaac Mehlhaff	Zihua Chen Yuanning (Violet) Huang Nicholas Liagridonis	[Matthew Dearing	Yuxin Ji (Jessica)
BankTrack†	NLP to automate the extraction of commercial debt data	Private Repo	One-Pager	Trevor Spreadbury	Hing Yee (Cissy) Choy Grace Shao Damian Dhillon Matthew Zhao	Ryan Brightwell	Fei Wang
Chicago Metropolitan Agency for Planning	AI to recognize stormwater detention features	Private Repo	One-Pager	Anna Woodard Tim Hannifan	Spencer Ellis Tamami Tamura Matthew Rubenstein	Holly Hudson	Victor Perez Martin
Chicago Trading Company	Sentiment analysis of social media postings	Private Repo	One-Pager	David Uminsky Patricia Chiril	Richard Huang Xinyu Liu Kekun Han	Natasha Pekelis	Yuwei (Grant) Chen
Climate Cabinet†	Campaign Finance Tracking	DSI Repo	One-Pager	Trevor Spreadbury	Nicolas Posner Alan Mburu Kagiri Adil Kassim Nayna Pashilkar	Caleb Braun	Avery Schoen
Compost Research & Education Foundation†	Disposable Packaging Disintegration Analysis	Private Repo	One-Pager	Todd Nief	Kristof Turan Jiaying (Ally) Yun Xinyi Zhang	Emily McGill	Rita Xu
Fermilab Simulations	AI Diffusion models for simulating particle physics experiments	DSI Repo	One-Pager	Rituparno Mandal Peter Lu	Douglas Williams Keegan Ballantyne Carina Kane Ajay Singh	Oz Amram Kevin Pedro	Yuwei (Grant) Chen
Fermilab Graph Neural Networks	GNNs for particle reconstruction in neutrino experiments	DSI Repo	One-Pager	Chong Liu	Jihee You Bayard Walsh Setu Loomba	Giuseppe Cerati	Yiran Hao
Internet Equity	Patterns of FCC broadband challenges	Private Repo	One-Pager	Tim Hannifan Jonatas Marques	Neha Sadasivan Angelie Miranda Ruoyi Wu Elena Smyslovskikh	Alexis Schrubbe	Soham Gurjar
Invenergy	Modeling wind energy production using AI	Private Repo	One-Pager	Vasileios Charisopoulos	Mark Valadez Jason Marshall Jaskirat Kaur Liuqi Guo	Zoe Kimpel	Avery Schoen
International Rescue Committee	Mobile education app usage analysis	Private Repo	One-Pager	Cristina Garbacea	Kevin Chen Rohan Mathur John Carlson	Atish Gonsalves	Fei Wang
Perpetual†	Reusable foodware system design	DSI Repo	One-Pager	Launa Greer	Huanlin Dai Jessica Cibrian Yifan Wu Lydia Lo	Ellie Moss	Sarah Walker
Prudential	Sentiment Analysis in Stock Prediction	No Repository		Nick Ross	Qichang Zheng Ruiqin (Max) Li Wonje Yun Jiaxin (Josh) Li		Yiran Hao
Rural Advancement Foundation International†	Poultry Packaging Consolidation	DSI Repo	One-Pager	Todd Nief	Colin McLuckie Qin(Stella) Chen Aiwen Xiao Yijin Bao	Aaron Johnson	Rita Xu
Taraneh Matloob Literature Lab	Using AI to quantify the emotional journey of protagonists in children's literature	Private Repo	One-Pager	Satadisha Saha Bhowmick	Su Doga Karaca Anna Moise	Taraneh Matloob	Ridhi Purohit
WBEZ	Demographic effects on traffic stops in Illinois	Private Repo	One-Pager	Susanna Lange	Jeremy Dumalig Anika Vyas Lindsey Kilpatrick Yuting Weng	Taraneh Matloob	Sarah Walker

Autumn 2023

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	One-Pager	Mentor(s)	Students	External Mentor(s)	TA
AmFam	Generative AI Models for housing images	Private Repo		Anna Woodard	DB Christenson Grace Wang Jennifer Yeaton Leon (Lixin) Wang	Tim Rouse Jessie Zhu	Ming-Chieh (Eddie) Liu
Argonne	Operational requirement management using graph based knowledge networks	Private Repo	One-Pager	Bill Trok YJ Choe	Yushu Qiu Jason Yu Mayurakshi Ghosal Yingzi Jin	[Matthew Dearing	Yu-Wei Chen
Argonne-Fermi	AI to identify "lessons learned" in project documents	Private Repo	One-Pager	Isaac Mehlhaff	Nicholas Liagridonis Foo Suon Chuang Yuanning (Violet) Huang Zihua Chen	[Matthew Dearing	Yuxin Ji (Jessica)
Climate Cabinet†	Creation of a searchable database of campaign contributions	DSI Repo	One-Pager	Trevor Spreadbury	Alan Mburu Kagiri Aïcha Camara Nicolas Posner Yuzhou Wang	Caleb Braun	Avery Schoen
Chicago Public Library	Determinants of library branch usage	Private Repo	One-Pager	Tim Hannifan	Anika Vyas Jeremy Dumalig Matthew Rubenstein Kristof Turan	Abigail Sullivan	Yiran Hao
Fermilab Simulations	AI Diffusion models for simulating particle physics experiments	DSI Repo	One-Pager	Rituparno Mandal Peter Lu	Keegan Ballantyne Carina Kane Douglas Williams	Oz Amram Kevin Pedro	Ming-Chieh (Eddie) Liu
Fermilab Graph Neural Networks	GNNs for particle reconstruction in neutrino experiments	DSI Repo	One-Pager	Chong Liu	Jihee You Rohan Mehta Kate Habich Shan Gao	Giuseppe Cerati	Yuxin Ji (Jessica)
Hawaii Alliance for Progressive Action†	Geospatial analysis of pesticide use in Hawaii	Private Repo	One-Pager	Rahim Rasool Trevor Spreadbury	Yangge Xu Chen Hui Wang (Fei) Jonathan Juarez Sam Corey	Fern Ānuenue Holland Anne Frederick Emily Marquez	Victor Perez Martin
Internet Equity	Patterns of FCC broadband challenges	Private Repo	One-Pager	Tim Hannifan Jonatas Marques	Ridhi Purohit Neha Sadasivan Angelie Miranda Aaron Haefner	Alexis Schrubbe	Soham Gurjar
International Rescue Committee	Mobile education app usage analysis	Private Repo	One-Pager	Rahim Rasool	Helen Zhou Annabel Mendoza Santiago Segovia	Atish Gonsalves	Avery Schoen
Morningstar	NLP to fact check ratings reports generated by Chat-GPT processes	Private Repo		Patricia Chiril David Uminsky	Rohan Mathur Kaya Lee Rishabh Shastry Jihui Tan	Josh Charney Jazmin Melchor	Soham Gurjar
Perpetual†	Location optimizations for placement of foodware reuse systems	Private Repo	One-Pager	Rahim Rasool	Jessica Cibrian Huanlin Dai Sarah Walker Yifan Wu	Ellie Moss	Yiran Hao
Prudential	NLP analysis of earnings conference calls	No Repository		Nick Ross	Sirivanth Paladugu Connie Chen Jiayan Li Qichang Zheng	Jyoti Singh Dr. Mitchell Stern Gavin Smith William Liang Leo Shen	Sunvid Aneja
RAFI†	Geosptaial analysis of poultry package industry consolidation	DSI Repo	One-Pager	Todd Nief Chris Redmond	Colin McLuckie Shishira Bhavimane Fanghan Xu Yutong Jiang	Aaron Johnson	Sunvid Aneja
Taraneh Matloob Literature Lab	Using AI to quantify the emotional journey of protagonists in children's literature	Private Repo	One-Pager	Satadisha Saha Bhowmick	Su Doga Karaca Maxine Ling Xu Anna Moise Hantao Xiao	Taraneh Matloob	Victor Perez Martin

Spring 2023

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	One-Pager	Mentor(s)	Students	External Mentor(s)	TA
Argonne Knowledge Graph	NLP models of policy and procedure documents	Private Repo	One-Pager	Rahim Rasool	Ken Kliesner Annabel Mendoza Kekun Han	Matthew Dearing	Christian Jordan
Blue Ocean Gear†	Anomaly detection of fishing gear to detect lost equipment	Private Repo	One-Pager	Launa Greer	Gautam Kapoor Henry Herzog Irsa Ashraf Katy Barone	Kortney Opshaug Peter Macy Will Morton
CRI-SET	ML on MRI images to predict infant seizure behavior	Private Repo	One-Pager	Anna Woodard Dan Nicolae	Varun Mohan Jun Tan Katherine Miao	Dr. Henry David	Anthony Kanellopoulos
DRW	Realized volatility patterns and options prices	Private Repo		Tim Hannifan	Mahnoor Khan Jasmeet Singh Sandhu Yulun Han	Ian Adam
Fermi: Kirby Lab	Real-time Tagging with Deep Learning AI for particle imagingdetectors	Private Repo	One-Pager	Peter Lu	Richard Zhang Manuel Martinez Mingyan Wang Tarun Arora	Michael Kirby Meghna Bhattacharya	Ali Klemencic
First Republic Bank	Determinants of non-interest bearing deposit	Private Repo		Nick Ross	Guangbo Niu Zhiyun Hu Yu-Hsuan Chou Ning Tang	Chris Csiszar Mark Woodworth
Hawaii Alliance for Progressive Action†	Geospatial analysis of pesticide use in Hawaii	Private Repo	One-Pager	Launa Greer	Ashley Hitchings Qingyi He Caleb Costa	Fern Ānuenue Holland Anne Frederick Emily Marquez	Ali Klemencic
Internet Equity	Demographic characteristics and internet access	DSI Repo	One-Pager	James Turk	Victoria Kielb Chandler Hall Sarah Lueling	Dr. Nicole Marwell	Kenia Godinez Nogueda
Morningstar	NLP to fact check ratings reports generated by Chat-GPT processes	Private Repo		Patricia Chiril David Uminsky	Rishabh Shastry Dhairya Karna Max de Saint-Exupery	Josh Charney Jazmin Melchor	Christian Jordan
Neurocritical Care	Determinants of traumatic brain injury outcomes	Private Repo	One-Pager	Yuetian Luo	Soren Dunn Alex Przybycin Prashant Kumar	Dr. Ali Mansour
Perpetual†	Location optimizations for placement of foodware reuse systems	DSI Repo	One-Pager	Rahim Rasool	Ziyu Ren Yushu Qiu Avery Schoen Ekansh Trivedi	Ellie Moss
Prudential	Modeling rental costs at the census tract level	No Repository		Nick Ross	Sunvid Aneja Peihan Gao Sai Omkar Kandukuri Hantang Qin	Dave Powers	Kenia Godinez Nogueda

Winter 2023

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	One-Pager	Mentor(s)	Students	External Mentor(s)	TA
Argonne	NLP models of policy and procedure documents	Private Repo	One-Pager	Rahim Rasool Trevor Spreadbury	Soren Dunn Richard Huang Grace Shao	[Matthew Dearing
BankTrack†	NLP Models for identifying debt information in public financial documents	Private Repo	One-Pager	Trevor Spreadbury Patricia Chiril	Nivedita Vatsa Yifu Hou Grishma Bhattarai Gillian Major	Ryan Brightwell Dustin Roasa
Blue Ocean Gear†	Anomaly detection of fishing gear to detect lost equipment	Private Repo	One-Pager	Trevor Spreadbury	Gautam Kapoor Ming-Chieh Liu Henry herzog	Kortney Opshaug Peter Macy Will Morton	Todd Nief
BPI	Geospatial/demographic analysis of traffic stops in Chicago	Private Repo	One-Pager	Riley Tucker	Ashley Hitchings Justin Kim Akila Forde	Amy Thompson Loren Jones	Kenia Godinez Nogueda
DRW	Realized volatility patterns and options prices	Private Repo		Nick Ross	Mahnoor Khan Xin Li Jasmeet Singh Sandhu Yulun Han	Ian Adam
Fermi	Real-time Tagging with Deep Learning AI for particle imaging detectors	Private Repo	One-Pager	Peter Lu	Richard Zhang Yuxin Ji Jason Zhang	Michael Kirby Meghna Bhattacharya	Todd Nief
First Republic Bank	Determinants of non-interest bearing deposit	Private Repo		Nick Ross	Zhiyun Hu Guangbo Niu Yu-Hsuan Chou Ning Tang	Chris Csiszar Mark Woodworth
GreenWave†	Image processing to measure kelp growth	Private Repo	One-Pager	Trevor Spreadbury	Cole von Glahn Piper Kurtz Nico Vila Alarcon	Kendall Barbery
Invenergy	Image segmentation to find turbines on drone footage	Private Repo		Anna Woodard	David Bukowski Daisuke Kageyama Baichen Tan Suyash Lakhani	Zoë Kimpel Kenneth Parkhill	Utkarsh Tripathi
Morningstar	LLMs to generate analyst reports	Private Repo		David Uminsky Patricia Chiril	Emily Yeh Ruiquan Chang Pedro Antonio Ramonetti Vega Nicole Li	Josh Charney Jazmin Melchor	Utkarsh Tripathi
Pediatric Cancer Data Commons	Design and implementation of disease taxonomies	Private Repo	One-Pager	Tim Hannifan	Xuerong Shang Yu Zhou (Zoey) Shuhan Liu	Michael Watkins
Perpetual†	Location optimizations for placement of foodware reuse systems	DSI Repo	One-Pager	Rahim Rasool	Izzy Allum Ziyu Ren Sandra Mauro Yushu Qiu	Ellie Moss
Prudential	Public company earnings prediction	No Repository		Nick Ross	Yujing Sun Cole Silva Nayna Pashilkar	Amol Tembe
RISC	Detecting electronic monitoring device shielding	Private Repo	One-Pager	Jeffrey Negrea	Carolyn Liu Avery Schoen Adil Kassim	Noah Duncan
Neurocritical Care	Determinants of traumatic brain injury outcomes	Private Repo	One-Pager	Yuetian Luo	Alexander Przybycin Oishee Chakrabarti Zachary Rothstein Jim Tinley	Dr. Ali Mansour
Internet Equity	Demographic characteristics and internet access	Private Repo	One-Pager	James Turk	Maia Boyd Victoria Kielb Kaya Borlase Brendon Krall	Nicole Marwell	Kenia Godinez Nogueda

Autumn 2022

This quarter's pitchbook, which contains the basic project specification can be found here.

Org. Name	Project Desc.	Repository	Mentor(s)	Students	TA
AmFam	Geospatial/time series analysis of extreme weather patterns	Private Repo	Tim Hannifan Rahim Rasool Yuetian Luo	Ruiquan Chang Yulun Han Yuhan Sun Serena Huang	Anthony Kanellopoulos
BankTrack†	NLP Models for identifying debt information in public financial documents	No Repository	Launa Greer	Yutai Li Xin Tang Jiawei Xie Cesar Anzola Grishma Bhattarai	Anthony Kanellopoulos
Blue Ocean Gear†	Anomaly detection of fishing gear to detect lost equipment	No Repository	Launa Greer Susanna Lange	Hazel Chui Jiyi Peng Jieyu Jiao Brinda Sapra	Todd Nief
BPI	Geospatial/demographic analysis of traffic stops in Chicago	Private Repo	Amanda Kube	Gabrielle Meyers Vincent Liu Yu-Hsuan Chou Emily Yeh Justin Kim	Kenia Godinez Nogueda
Citizen Data	Voter file analysis and prediction	Private Repo	Jeffrey Negrea Riley Tucker	Gabriel Nicholson Nicholas Simon Jason Jia Michael Wagner	Todd Nief
Internet Equity	Demographic characteristics and internet access	DSI Repo	Nick Ross Evelyn Campbell	Sam Pavlekovsky Kamran Ahmed Maia Boyd Bruno Xie Kaya Borlase Christelle Inema	Utkarsh Tripathi
Invenergy	Image segmentation to find turbines on drone footage	Private Repo	Anna Woodard Trevor Spreadbury Peter Lu	Kaveri Chhikara Sophie Logan David Bukowski Piper Kurtz	Utkarsh Tripathi
mBio†	NLP for identification of GMO related information in public documents	Private Repo	Trevor Spreadbury Patricia Chiril	Xinyu He Yuchen Zhou Shuyuan Wang Baotong Zhang	Kenia Godinez Nogueda
Prudential	Public company earnings prediction	No Repository	Nick Ross	Cole Silva Daniel Gold Oishee Chakrabarti Yujing Sun Gillian Major	Utkarsh Tripathi